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The Loss-Prevention Friction Engine for Founders An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time Reddit market intelligence. What is openGlad? openGlad is a Model Context Protocol (MCP) server that acts as the ultimate friction engine for startups. It provides AI agents (Claude, Cursor, Windsurf, Le Chat, etc.) with specialized tools to enforce loss-prevention before you write a single line of code: 🛑 Loss-Prevention Pipeline — Runs behavioral pattern scans, 3-scenario failure predictions, and locks building until monetization is confirmed. 🔍 Market Reality Check — Fetches and analyzes real Reddit discussions across 11 entrepreneurship subreddits to detect overcrowding and entry risks. 📊 Startup Diagnostics — Evaluates execution stability, revenue health, burnout risk, and distribution discipline. 🩺 Clinical Triage — Objective, data-driven assessments with zero motivational fluff. Think of it as an anti-delusion engine for your startup — designed to tell you 'no' before you waste months building the wrong thing.
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